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What Dhanush demonstrated
Built and verified a full legacy-code modernization for KM-Waechter: fixed the service-wear calculation, handled missing readings safely, corrected the nightly report, repaired a hidden mileage-conversion bug in the helpers, and added the missing regression test. Also delivered a data-driven breakdown-risk analysis that follows the fleet history rather than the obvious but unsupported mileage assumption, with acceptance checks passing end to end.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- Directed AI Agent Review
- Acceptance-Driven Verification
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